Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy roc_auc boyce_cont brier_class tss_max
rf 0.9492988 0.9898947 0.8809066 0.0434714 0.9582045
bt 0.7745415 0.7992323 0.9247897 0.1552787 0.4556101
maxnet 0.6245955 0.7537525 0.9872913 0.2134857 0.3882610
gam 0.7335491 0.7615714 0.9586848 0.1636149 0.4346412
glm 0.7087379 0.6953122 0.6308764 0.1801140 0.3775278

Variable Importance

Partial Dependence